Detecting, extracting, and monitoring surface water from space using optical sensors: A review

C Huang, Y Chen, S Zhang, J Wu - Reviews of Geophysics, 2018 - Wiley Online Library
Observation of surface water is a functional requirement for studying ecological and
hydrological processes. Recent advances in satellite‐based optical remote sensors have …

A review of wetland remote sensing

M Guo, J Li, C Sheng, J Xu, L Wu - Sensors, 2017 - mdpi.com
Wetlands are some of the most important ecosystems on Earth. They play a key role in
alleviating floods and filtering polluted water and also provide habitats for many plants and …

An overview of flood concepts, challenges, and future directions

A Mishra, S Mukherjee, B Merz, VP Singh… - Journal of hydrologic …, 2022 - ascelibrary.org
This review provides a broad overview of the current state of flood research, current
challenges, and future directions. Beginning with a discussion of flood-generating …

Flood susceptibility mapping using GIS-based analytic network process: A case study of Perlis, Malaysia

UL Dano, AL Balogun, AN Matori, K Wan Yusouf… - Water, 2019 - mdpi.com
Understanding factors associated with flood incidence could facilitate flood disaster control
and management. This paper assesses flood susceptibility of Perlis, Malaysia for reducing …

Urban flood mapping based on unmanned aerial vehicle remote sensing and random forest classifier—A case of Yuyao, China

Q Feng, J Liu, J Gong - Water, 2015 - mdpi.com
Flooding is a severe natural hazard, which poses a great threat to human life and property,
especially in densely-populated urban areas. As one of the fastest developing fields in …

Disaster and pandemic management using machine learning: a survey

V Chamola, V Hassija, S Gupta, A Goyal… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
This article provides a literature review of state-of-the-art machine learning (ML) algorithms
for disaster and pandemic management. Most nations are concerned about disasters and …

Potential and limitations of open satellite data for flood mapping

D Notti, D Giordan, F Caló, A Pepe, F Zucca, JP Galve - Remote sensing, 2018 - mdpi.com
Satellite remote sensing is a powerful tool to map flooded areas. In recent years, the
availability of free satellite data significantly increased in terms of type and frequency …

Application of remote sensing in flood management with special reference to monsoon Asia: a review

J Sanyal, XX Lu - Natural Hazards, 2004 - Springer
The conventional means to record hydrological parameters of aflood often fail to record an
extreme event. Remote sensingtechnology along with geographic information system (GIS) …

A data-driven approach to predicting successes and failures of clinical trials

KM Gayvert, NS Madhukar, O Elemento - Cell chemical biology, 2016 - cell.com
Over the past decade, the rate of drug attrition due to clinical trial failures has risen
substantially. Unfortunately it is difficult to identify compounds that have unfavorable toxicity …

Towards operational near real-time flood detection using a split-based automatic thresholding procedure on high resolution TerraSAR-X data

S Martinis, A Twele, S Voigt - Natural Hazards and Earth …, 2009 - nhess.copernicus.org
In this paper, an automatic near-real time (NRT) flood detection approach is presented,
which combines histogram thresholding and segmentation based classification, specifically …